| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Multi-Agent Reinforcement Learning | Level-Based Foraging 2s-10x10-3p-3f v2 (test) | Final Episode Return86 | 10 | |
| Multi-Agent Reinforcement Learning | Level-Based Foraging 2s-8x8-2p-2f-coop v2 (test) | Final Episode Return93 | 10 | |
| Multi-Agent Reinforcement Learning | Level-Based Foraging 10x10-4p-3f v2 (test) | Final Episode Return88 | 10 | |
| Multi-Agent Reinforcement Learning | Level-Based Foraging 10x10-3p-5f v2 (test) | Final Episode Return53 | 10 | |
| Multi-Agent Reinforcement Learning | Level-Based Foraging 2s-10x10-3p-3f | Parameters (K)102.66 | 5 | |
| Multi-Agent Reinforcement Learning | Level-Based Foraging 2s-8x8-2p-2f-coop | Parameters (K)101.77 | 5 | |
| Multi-Agent Reinforcement Learning | Level-Based Foraging 2s-15x15-4p-3f | Parameters (K)130.54 | 5 | |
| Level-Based Foraging | Level-Based Foraging (LBF) | Win Rate60 | 3 |